The BUGS Book (Chapman & Hall/CRC Texts in Statistical Science)
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The BUGS Book (Chapman & Hall/CRC Texts in Statistical Science)

by Andrew Thomas, David Spiegelhalter, Nicky Best, David Lunn

Textbook statistics Data Science
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A clear introduction to Bayesian modeling with BUGS, guiding users through model specification, computation, and interpretation for practical data analysis.

About This Book

This book introduces readers to Bayesian statistical modeling using the BUGS software platform.

It covers the fundamentals of specifying models, running simulations, and interpreting results within a Bayesian framework.

The text is designed for students and practitioners who need accessible instruction in computational statistics.

Examples demonstrate how BUGS can be applied to real data analysis problems across various scientific fields.

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